Bria Fibo Edit

Bria Fibo Edit

Playground

FIBO is an open-source JSON-native image-to-image model that maps intent to structured controls for precise enterprise image generation. Ready-to-use REST inference API, best performance, no coldstarts, affordable pricing.

Features

Bria FIBO Edit

Bria FIBO Edit is a powerful image editing model that transforms images based on text prompts. Upload your images, describe the changes you want, and optionally provide a mask to target specific areas — the model applies intelligent edits while preserving the overall composition and quality.

Why Choose This?

• Text-guided editing Describe edits in natural language — change objects, modify styles, transform products, and more.

• Mask support Optionally provide a mask image to target specific areas for precise, localized edits.

• Multi-image input Upload multiple reference images for context-aware editing.

• Negative prompt support Specify what to avoid in the output for better control over results.

• Structured prompts Advanced prompt formatting for complex editing instructions.

Parameters

How to Use

1. Write your prompt — describe the edit you want (e.g., “Product becomes perfume”, “Change background to beach”).
2. Upload images — add source images using ”+ Add Item” button.
3. Add mask (optional) — upload a mask to target specific areas.
4. Add negative prompt (optional) — specify what to avoid.
5. Set seed — use -1 for random, or specify a number for reproducibility.
6. Run — submit and download the edited image.

Best Use Cases

• Product Transformation — Change product types while maintaining composition.
• Object Replacement — Swap objects in images with text instructions.
• Style Editing — Modify visual styles, colors, or aesthetics.
• Background Changes — Transform backgrounds while preserving subjects.
• Creative Retouching — Apply artistic edits with natural language.

Pro Tips

• Be specific in your prompt — clearly describe what should change.
• Use mask images for precise control over which areas to edit.
• Use negative prompts to avoid unwanted elements in the output.
• Start with simple edits to understand how the model interprets prompts.
• Use the same seed to compare different prompts on the same image.

Notes

• Multiple images can be uploaded for context-aware editing.
• Mask image should be black and white — white areas will be edited.
• For best results, use high-quality source images.

Related Models

• Qwen Image Edit 2511 — Precise image editing with bilingual text support.
• Qwen Image Edit Plus — Enhanced editing with dual-mode and text editing.

# Submit the task
curl --location --request POST "https://api.wavespeed.ai/api/v3/bria/image-3.2" \
--header "Content-Type: application/json" \
--header "Authorization: Bearer ${WAVESPEED_API_KEY}" \
--data-raw '{
    "seed": -1,
    "enable_sync_mode": false,
    "enable_base64_output": false
}'

# Get the result
curl --location --request GET "https://api.wavespeed.ai/api/v3/predictions/${requestId}/result" \
--header "Authorization: Bearer ${WAVESPEED_API_KEY}"